toolspool

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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Rork logo
Rork
✓ verifiedFreemium

AI chat-based builder that lets non-developers describe an app and generate native mobile apps to publish to app stores.

1.1M visits/mo
Lovable logo
Lovable
✓ verifiedFreemium

AI app builder that turns chat prompts into working web apps and sites, with credit-based build and deploy.

35M visits/mo69K saves
Gumloop logo
Gumloop
✓ verifiedFreemium

No-code platform for building and running AI agents that automate work across data, sales and support tasks.

701K visits/mo
Composer logo
Composer
✓ verifiedFreemium

No-code automated trading platform, now part of SoFi, to build, AI-generate, backtest and auto-execute stock and ETF strategies.

278K visits/mo13K saves
Dumpling AI logo
Dumpling AI
✓ verifiedFreemium

Unified API that gives AI agents web scraping, search, document extraction, and social/enrichment data through one billed endpoint.

28K visits/mo
Pricing

No public pricing

No public pricing

Pro: $37/month (20k+ credits/month, unlimited seats)
Trading Pass: $32/mo billed annually ($384/yr, unlimited automated trading)

Free trial available

Starter: $40/mo (billed annually, 1.2M credits/yr)
Pro: $124/mo (4.2M credits/yr)
Business: $249/mo (9.6M credits/yr)
Core features
  • Chat-based app generation from a natural-language description
  • Native iOS app output that can be published to the App Store
  • Native game generation including 3D worlds and multiplayer
  • File uploads to guide generation (larger uploads on paid tiers)
  • Import paths from other builders/tools (e.g., Lovable, GitHub)
  • Chat-to-app and website generation
  • Real-time prototype building
  • One-click deploy and hosting
  • Templates to start projects
  • Credit-based building with shared workspaces
  • You own your code and data
  • Visual canvas to orchestrate multi-agent workflows
  • Prebuilt specialized agents (data, support, CRM, sales)
  • Access to many AI models with no vendor lock-in
  • Slack, Teams and email agent interaction
  • Recurring/scheduled tasks and triggers
  • Enterprise security: RBAC, VPC, audit logs, spend controls
  • AI-assisted natural-language strategy creation
  • No-code visual strategy editor
  • Backtesting and portfolio analytics
  • Automated execution and rebalancing
  • Prebuilt and community strategy library
  • Retirement (IRA) account support
  • Unified API for search, scrape, and extraction
  • Smart routing across multiple data providers
  • Document and PDF structured extraction
  • Social and media data (YouTube, TikTok, LinkedIn, reviews)
  • People and company enrichment
  • MCP and CLI surfaces for AI tools
Use cases
  • Non-developers building and shipping a mobile app idea
  • Indie creators prototyping and monetizing app-store apps
  • Building simple multiplayer or 3D games without coding
  • Converting an existing web project or repo into a mobile app
  • Build web apps without coding
  • Prototype product ideas quickly
  • Create landing pages and sites
  • Ship internal tools
  • Automate data analysis and reporting
  • Triage support tickets and spot patterns
  • Keep a CRM updated and research prospects
  • Deploy AI agents across a team's tools
  • Build and test algorithmic trading strategies
  • Automate stock and ETF trades
  • Invest in prebuilt strategies
  • Run tax-smart trading in retirement accounts
  • Feeding AI agents reliable external web data
  • Replacing several scraping and search subscriptions
  • Extracting structured data from PDFs and documents
  • Enriching leads with company and email data
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